如何在Python中可视化随机森林模型?

时间:2020-11-04 12:43:23

标签: python classification random-forest ensemble-learning visualize

我用Python开发了一个随机森林分类器。另外,我使用了GridSearch方法。现在,我如何可视化这些树?

   # RandomForest 

RFC = RandomForestClassifier()

param_grid = {
              "max_depth": [4,5,7,8,10],
              "max_features": [1, 3, 10],
              "min_samples_leaf": [1, 3, 10],
              "bootstrap": [False],
              "n_estimators" :[80,100,120,150],
              "criterion": ["gini"]
}


gs_RFC = GridSearchCV(RFC,param_grid = param_grid, cv=kfold, scoring="f1", n_jobs= 4, verbose = 1)

gs_RFC.fit(X_train_smo,y_train_smo)

0 个答案:

没有答案